{"id":"W4388753953","doi":"10.1021/acsami.3c11074","title":"Superomniphobic and Photoactive Surface Presents Antimicrobial Properties by Repelling and Killing Pathogens","year":2023,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Materials science; Antimicrobial; Microbiology; Contamination; Nanotechnology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003938924,0.0002187025,0.0002829152,0.00006284216,0.0002251035,0.0006768872,0.0003707168,0.00009258375,0.000007773956],"category_scores_gemma":[0.00002091948,0.0001864119,0.000008056689,0.0002129797,0.0001226837,0.0003819142,0.0005361168,0.00008045747,0.00005503007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002039198,"about_ca_system_score_gemma":0.00002797881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000169006,"about_ca_topic_score_gemma":0.000004937332,"domain_scores_codex":[0.9985538,0.00004880278,0.0003062587,0.0005648404,0.0001613917,0.0003649419],"domain_scores_gemma":[0.9993342,0.00007130254,0.0001090697,0.0003569143,0.00004346175,0.0000850305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002429851,0.0000225667,0.00001335433,0.00005009988,0.00002110699,0.000001172955,0.001718776,0.00004034916,0.9957893,0.0005530475,0.0007603225,0.001005578],"study_design_scores_gemma":[0.0002049428,0.00004145876,0.00008969135,0.00004913498,0.000009913292,0.000008106777,0.0003043144,0.0002011538,0.9982334,0.0003814262,0.0002569171,0.0002195448],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975073,0.0001330558,0.0009197094,0.0004250632,0.0001344973,0.0004420873,0.00008369076,0.0002255611,0.0001290267],"genre_scores_gemma":[0.9980435,0.0008102664,0.0007876423,0.0001095866,0.00002880134,0.00002993711,0.00001837335,0.00002197386,0.0001499468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002444069,"threshold_uncertainty_score":0.7601658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02276646837677963,"score_gpt":0.2355880802464131,"score_spread":0.2128216118696334,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}